Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization. - Xiaoyan Cai; Wenjie Li 002; Ouyang You; Hong Yan (COLING, 2010)

A Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-document Summarization. - Xiaoyan Cai; Wenjie Li 002 (PRICAI, 2010)

Structure Preserving Mesh Parameterization. - Zizhao Wu; Xiaoyan Cai; Xinguo Liu (CAD/Graphics, 2011)

Simultaneous Clustering and Noise Detection for Theme-based Summarization. - Xiaoyan Cai; Renxian Zhang; Dehong Gao; Wenjie Li 002 (IJCNLP, 2011)

Requirement-Based Query and Update Scheduling in Real-Time Data Warehouses. - Fangling Leng; Yubin Bao; Ge Yu 001; Jingang Shi; Xiaoyan Cai (WAIM, 2011)

A spectral analysis approach to document summarization: Clustering and ranking sentences simultaneously. - Xiaoyan Cai; Wenjie Li 002 (Inf. Sci., 2011)

Enhancing sentence-level clustering with integrated and interactive frameworks for theme-based summarization. - Xiaoyan Cai; Wenjie Li 002 (J. Assoc. Inf. Sci. Technol., 2011)

Mutually Reinforced Manifold-Ranking Based Relevance Propagation Model for Query-Focused Multi-Document Summarization. - Xiaoyan Cai; Wenjie Li 002 (IEEE Trans. Speech Audio Process., 2012)

Ranking Through Clustering: An Integrated Approach to Multi-Document Summarization. - Xiaoyan Cai; Wenjie Li 002 (IEEE Trans. Speech Audio Process., 2013)

Combining co-clustering with noise detection for theme-based summarization. - Xiaoyan Cai; Wenjie Li 002; Renxian Zhang (ACM Trans. Speech Lang. Process., 2013)

Enhancing diversity and coverage of document summaries through subspace clustering and clustering-based optimization. - Xiaoyan Cai; Wenjie Li 002; Renxian Zhang (Inf. Sci., 2014)

Enhancing sentence-level clustering with ranking-based clustering framework for theme-based summarization. - Libin Yang; Xiaoyan Cai; Yang Zhang 010; Peng Shi 001 (Inf. Sci., 2014)

Sequential Summarization: A Full View of Twitter Trending Topics. - Dehong Gao; Wenjie Li 002; Xiaoyan Cai; Renxian Zhang; Ouyang You (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Double-Hypergraph Based Sentence Ranking for Query-Focused Multi-document Summarizaton. - Xiaoyan Cai; Junwei Han 001; Lei Guo 002; Libin Yang (WI Workshops, 2016)

Classifying networked text data with positive and unlabeled examples. - Mei Li; Shirui Pan; Yang Zhang 010; Xiaoyan Cai (Pattern Recognit. Lett., 2016)

Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. - Jingjing Xu 001; Shuming Ma; Yi Zhang 050; Bingzhen Wei; Xiaoyan Cai; Xu Sun 001 (NLPCC, 2017)

Exploiting Fine-Grained Co-Authorship for Personalized Citation Recommendation. - Lantian Guo; Xiaoyan Cai; Fei Hao 001; Dejun Mu; Changjian Fang; Libin Yang (IEEE Access, 2017)

Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. - Jingjing Xu 001; Xu Sun 001; Sujian Li; Xiaoyan Cai; Bingzhen Wei (CoRR, 2017)

Multi-document summarization based on sentence cluster using non-negative matrix factorization. - Libin Yang; Xiaoyan Cai; Shirui Pan; Hang Dai; Dejun Mu (J. Intell. Fuzzy Syst., 2017)

Generative Adversarial Network Based Heterogeneous Bibliographic Network Representation for Personalized Citation Recommendation. - Xiaoyan Cai; Junwei Han 001; Libin Yang (AAAI, 2018)

A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. - Jingjing Xu 001; Xuancheng Ren; Yi Zhang 050; Qi Zeng 001; Xiaoyan Cai; Xu Sun 001 (EMNLP, 2018)

A Novel Personalized Citation Recommendation Approach Based on GAN. - Ye Zhang; Libin Yang; Xiaoyan Cai; Hang Dai (ISMIS, 2018)

Low-Rank and Sparse Matrix Factorization for Scientific Paper Recommendation in Heterogeneous Network. - Tao Dai 002; Tianyu Gao; Li Zhu 003; Xiaoyan Cai; Shirui Pan (IEEE Access, 2018)

CoDetect: Financial Fraud Detection With Anomaly Feature Detection. - Dongxu Huang; Dejun Mu; Libin Yang; Xiaoyan Cai (IEEE Access, 2018)

Expede Herculem: Learning Multi Labels From Single Label. - Dejun Mu; Junhong Duan; Xiaoyu Li; Hang Dai; Xiaoyan Cai; Lantian Guo (IEEE Access, 2018)

Query-Focused Personalized Citation Recommendation With Mutually Reinforced Ranking. - Dejun Mu; Lantian Guo; Xiaoyan Cai; Fei Hao 001 (IEEE Access, 2018)

A LSTM Based Model for Personalized Context-Aware Citation Recommendation. - Libin Yang; Yu Zheng 013; Xiaoyan Cai; Hang Dai; Dejun Mu; Lantian Guo; Tao Dai 002 (IEEE Access, 2018)

Heterogeneous Information Network Embedding based Personalized Query-Focused Astronomy Reference Paper Recommendation. - Xiaoyan Cai; Junwei Han 001; Shirui Pan; Libin Yang (Int. J. Comput. Intell. Syst., 2018)

Explore semantic topics and author communities for citation recommendation in bipartite bibliographic network. - Tao Dai 002; Li Zhu 003; Xiaoyan Cai; Shirui Pan; Sheng Yuan (J. Ambient Intell. Humaniz. Comput., 2018)

Query-oriented citation recommendation based on network correlation. - Libin Yang; Yu Zheng 013; Xiaoyan Cai; Shirui Pan; Tao Dai 002 (J. Intell. Fuzzy Syst., 2018)

A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation. - Xiaoyan Cai; Junwei Han 001; Wenjie Li 002; Renxian Zhang; Shirui Pan; Libin Yang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Citation Recommendation with a Content-Sensitive DeepWalk Based Approach. - Lantian Guo; Xiaoyan Cai; Haohua Qin; Yangming Guo; Fei Li; Gang Tian (ICDM Workshops, 2019)

Bibliographic Network Representation Based Personalized Citation Recommendation. - Xiaoyan Cai; Yu Zheng 013; Libin Yang; Tao Dai 002; Lantian Guo (IEEE Access, 2019)

Joint Model Feature Regression and Topic Learning for Global Citation Recommendation. - Tao Dai 002; Li Zhu 003; Yifan Wang; Hongfei Zhang; Xiaoyan Cai; Yu Zheng 013 (IEEE Access, 2019)

Personalized QoS Prediction for Service Recommendation With a Service-Oriented Tensor Model. - Lantian Guo; Dejun Mu; Xiaoyan Cai; Gang Tian; Fei Hao 001 (IEEE Access, 2019)

Citation Recommendation as Edge Prediction in Heterogeneous Bibliographic Network: A Network Representation Approach. - Libin Yang; Zeqing Zhang; Xiaoyan Cai; Lantian Guo (IEEE Access, 2019)

Attention-Based Personalized Encoder-Decoder Model for Local Citation Recommendation. - Libin Yang; Zeqing Zhang; Xiaoyan Cai; Tao Dai 002 (Comput. Intell. Neurosci., 2019)

Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency. - Bingzhen Wei; Xuancheng Ren; Yi Zhang 050; Xiaoyan Cai; Qi Su 001; Xu Sun 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

A Tri-Attention Neural Network Model-BasedRecommendation. - Nanxin Wang; Libin Yang; Yu Zheng 013; Xiaoyan Cai; Xin Mei; Hang Dai (Complex., 2020)

Measuring distance-based semantic similarity using meronymy and hyponymy relations. - Yuanyuan Cai; Shirui Pan; Ximeng Wang; Hongshu Chen; Xiaoyan Cai; Min Zuo (Neural Comput. Appl., 2020)

Analysis and Introduction of Graph Database. - Xianyu Meng; Xiaoyan Cai; Yanping Cui (AIAM (ACM), 2021)

Graph transformer networks based text representation. - Xin Mei; Xiaoyan Cai; Libin Yang; Nanxin Wang (Neurocomputing, 2021)

HITS-based attentional neural model for abstractive summarization. - Xiaoyan Cai; Kaile Shi; Yuehan Jiang; Libin Yang; Sen Liu 004 (Knowl. Based Syst., 2021)

An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs. - Xin Mei; Libin Yang; Xiaoyan Cai; Zuowei Jiang (EMNLP, 2022)

Global-local neighborhood based network representation for citation recommendation. - Xiaoyan Cai; Nanxin Wang; Libin Yang; Xin Mei (Appl. Intell., 2022)

Safe medicine recommendation via star interactive enhanced-based transformer model. - Nanxin Wang; Xiaoyan Cai; Libin Yang; Xin Mei (Comput. Biol. Medicine, 2022)

SEASum: Syntax-Enriched Abstractive Summarization. - Sen Liu 004; Libin Yang; Xiaoyan Cai (Expert Syst. Appl., 2022)

Mutually reinforced network embedding: An integrated approach to research paper recommendation. - Xin Mei; Xiaoyan Cai; Sen Xu; Wenjie Li 002; Shirui Pan; Libin Yang (Expert Syst. Appl., 2022)

Relation-aware Heterogeneous Graph Transformer based drug repurposing. - Xin Mei; Xiaoyan Cai; Libin Yang; Nanxin Wang (Expert Syst. Appl., 2022)

HetTreeSum: A Heterogeneous Tree Structure-based Extractive Summarization Model for Scientific Papers. - Jintao Zhao; Libin Yang; Xiaoyan Cai (Expert Syst. Appl., 2022)

A content-sensitive citation representation approach for citation recommendation. - Lantian Guo; Xiaoyan Cai; Haohua Qin; Fei Hao 001; Sensen Guo (J. Ambient Intell. Humaniz. Comput., 2022)

COVIDSum: A linguistically enriched SciBERT-based summarization model for COVID-19 scientific papers. - Xiaoyan Cai; Sen Liu 004; Libin Yang; Yan Lu; Jintao Zhao; Dinggang Shen; Tianming Liu 001 (J. Biomed. Informatics, 2022)

StarSum: A Star Architecture Based Model for Extractive Summarization. - Kaile Shi; Xiaoyan Cai; Libin Yang; Jintao Zhao; Shirui Pan (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

ImpressionGPT: An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT. - Chong Ma; Zihao Wu 001; Jiaqi Wang 010; Shaochen Xu; Yaonai Wei; Zhengliang Liu; Lei Guo 002; Xiaoyan Cai; Shu Zhang 001; Tuo Zhang; Dajiang Zhu; Dinggang Shen; et al. (CoRR, 2023)

Evaluating Large Language Models for Radiology Natural Language Processing. - Zhengliang Liu; Tianyang Zhong; Yiwei Li 002; Yutong Zhang; Yi Pan 001; Zihao Zhao 002; Peixin Dong; Chao Cao; Yuxiao Liu; Peng Shu; Yaonai Wei; Zihao Wu 001; et al. (CoRR, 2023)

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data. - Tianyang Zhong; Wei Zhao 040; Yutong Zhang; Yi Pan 001; Peixin Dong; Zuowei Jiang; Xiaoyan Kui; Youlan Shang; Li Yang; Yaonai Wei; Longtao Yang; Hao Chen 011; et al. (CoRR, 2023)

Holistic Evaluation of GPT-4V for Biomedical Imaging. - Zhengliang Liu; Hanqi Jiang; Tianyang Zhong; Zihao Wu 001; Chong Ma; Yiwei Li 002; Xiaowei Yu; Yutong Zhang; Yi Pan 001; Peng Shu; Yanjun Lyu; Lu Zhang 050; et al. (CoRR, 2023)

ChestXRayBERT: A Pretrained Language Model for Chest Radiology Report Summarization. - Xiaoyan Cai; Sen Liu 004; Junwei Han 001; Libin Yang; Zhenguo Liu; Tianming Liu 001 (IEEE Trans. Multim., 2023)

Learning to Summarize Chinese Radiology Findings With a Pre-Trained Encoder. - Zuowei Jiang; Xiaoyan Cai; Libin Yang; Dehong Gao; Wei Zhao 040; Junwei Han 001; Jun Liu 075; Dinggang Shen; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2023)

RadChat: A Radiology Chatbot Incorporating Clinical Context for Radiological Reports Summarization. - Xin Mei; Libin Yang; Dehong Gao; Xiaoyan Cai; Tianming Liu 001; Junwei Han 001 (BIBM, 2024)

MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning. - Yufei Ma 011; Zihan Liang; Huangyu Dai; Ben Chen; Dehong Gao; Zhuoran Ran; Zihan Wang; Linbo Jin; Wen Jiang 002; Guannan Zhang; Xiaoyan Cai; Libin Yang (EMNLP, 2024)

Self-Renewal Prompt Optimizing with Implicit Reasoning. - Zihan Liang; Ben Chen; Zhuoran Ran; Zihan Wang; Huangyu Dai; Yufei Ma 011; Dehong Gao; Xiaoyan Cai; Libin Yang (EMNLP (Findings), 2024)

Medical Report Generation via Multimodal Spatio-Temporal Fusion. - Xin Mei; Rui Mao 010; Xiaoyan Cai; Libin Yang; Erik Cambria (ACM Multimedia, 2024)

MLoRA: Multi-Domain Low-Rank Adaptive Network for CTR Prediction. - Zhiming Yang; Haining Gao; Dehong Gao; Luwei Yang; Libin Yang; Xiaoyan Cai; Wei Ning; Guannan Zhang (RecSys, 2024)

General2Specialized LLMs Translation for E-commerce. - Kaidi Chen; Ben Chen; Dehong Gao; Huangyu Dai; Wen Jiang 002; Wei Ning; Shanqing Yu; Libin Yang; Xiaoyan Cai (WWW (Companion Volume), 2024)

LLMs-based machine translation for E-commerce. - Dehong Gao; Kaidi Chen; Ben Chen; Huangyu Dai; Linbo Jin; Wen Jiang 002; Wei Ning; Shanqing Yu; Qi Xuan 001; Xiaoyan Cai; Libin Yang; Zhen Wang 004 (Expert Syst. Appl., 2024)

FashionGPT: LLM instruction fine-tuning with multiple LoRA-adapter fusion. - Dehong Gao; Yufei Ma 011; Sen Liu 004; Mengfei Song; Linbo Jin; Wen Jiang 002; Xin Wang; Wei Ning; Shanqing Yu; Qi Xuan 001; Xiaoyan Cai; Libin Yang (Knowl. Based Syst., 2024)

An Inductive Reasoning Model based on Interpretable Logical Rules over temporal knowledge graph. - Xin Mei; Libin Yang; Zuowei Jiang; Xiaoyan Cai; Dehong Gao; Junwei Han 001; Shirui Pan (Neural Networks, 2024)

An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPT. - Chong Ma; Zihao Wu 001; Jiaqi Wang 010; Shaochen Xu; Yaonai Wei; Zhengliang Liu; Fang Zeng; Xi Jiang 001; Lei Guo 002; Xiaoyan Cai; Shu Zhang 006; Tuo Zhang; et al. (IEEE Trans. Artif. Intell., 2024)

PhraseAug: An Augmented Medical Report Generation Model With Phrasebook. - Xin Mei; Libin Yang; Denghong Gao; Xiaoyan Cai; Junwei Han 001; Tianming Liu 001 (IEEE Trans. Medical Imaging, 2024)

Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples. - Yeyuan Wang; Dehong Gao; Lei Yi; Linbo Jin; Jinxia Zhang; Libin Yang; Xiaoyan Cai (AAAI, 2025)

ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning. - Yeyuan Wang; Dehong Gao; Rujiao Long; Lei Yi; Linbo Jin; Libin Yang; Xiaoyan Cai (ACL (Findings), 2025)

CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models. - Yeyuan Wang; Dehong Gao; Bin Li; Rujiao Long; Lei Yi; Xiaoyan Cai; Libin Yang; Jinxia Zhang; Shanqing Yu; Qi Xuan 001 (ICASSP, 2025)

ChatGPT based contrastive learning for radiology report summarization. - Zhenjie Luo; Zuowei Jiang; Mingyang Wang; Xiaoyan Cai; Dehong Gao; Libin Yang (Expert Syst. Appl., 2025)

Instruction-Aligned Visual Attention for Mitigating Hallucinations in Large Vision-Language Models. - Bin Li; Dehong Gao; Yeyuan Wang; Linbo Jin; Shanqing Yu; Xiaoyan Cai; Libin Yang (CoRR, 2025)

FedSTS: A Stratified Client Selection Framework for Consistently Fast Federated Learning. - Dehong Gao; Duanxiao Song; Guangyuan Shen; Xiaoyan Cai; Libin Yang; Gongshen Liu; Xiaoyong Li; Zhen Wang 004 (IEEE Trans. Neural Networks Learn. Syst., 2025)